Profilbild von Barna Szocs Python Developer, Image Processing aus ClujNapoca

Barna Szocs

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Letztes Update: 14.08.2023

Python Developer, Image Processing

Abschluss: BSc Computer Science, Master's Degree Optimization of Computational Models
Stunden-/Tagessatz: anzeigen
Sprachkenntnisse: deutsch (Grundkenntnisse) | englisch (verhandlungssicher) | rumänisch (Muttersprache) | ungarisch (Muttersprache)

Schlagwörter

Computer Vision Bildverarbeitung Python Algorithmus Automatisierung Geschäftsprozesse C++ Kamerasystem Skalierbarkeit Sap Netweaver

Dateianlagen

Szocs_200223.pdf

Skills

▪ Skilled Software Developer with 10 years of experience in Image Processing / Computer Vision, fluent in Python and C++
▪ Designed and developed the Ground Truth System for three final driver monitoring solutions delivered to PSA, Hyundai, & BMW.
▪ Developed a new computer vision algorithm for monocular camera system to estimate in real time the 3D road surface in front of the car.
▪ Oversaw and managed the Human Annotation team with ~ 200 Head Count while managing a 1M€+ budget.
▪ Created and implemented a web-services layer for the Siemens Framework to improve system scalability and optimize development time for new features.
▪ Spearheaded a project to automate the company's business processes by developing a new SAP Netweaver application to increase system efficiency.

Projekthistorie

12/2018 - bis jetzt
Product Owner - Interior Camera Products
AROBS (Automobil und Fahrzeugbau, 500-1000 Mitarbeiter)

▪ Served as a technical expert for and liaison between AROBS and Continental to communicate and present research results and technical details on the performance of algorithms, data marking, tools, and other solutions.
▪ Designed and developed the Ground Truth System for three final solutions delivered to PSA, Hyundai, and BMW.
▪ Oversaw and managed the Human Annotation team with ~ 200 Head Count while managing a 1M€+ budget.
▪ Selected and managed a team of suppliers to produce high-quality ground truth data for driver monitoring, resulting in a 25% reduction in data errors and a 50% increase in data collection efficiency.
▪ Delivered a dataset with an accuracy of 99.9% (including corner cases) and a 90% reduction in false positives by implementing new validation protocols and performance metrics.
▪ Developed a new tool for validating driver monitoring algorithms that streamlined the validation process by automating repetitive tasks, reducing manual labor by 80%, improving the overall performance of algorithms.

05/2016 - 05/2019
C++ Developer
AROBS (Automobil und Fahrzeugbau, 500-1000 Mitarbeiter)

* Built an inhouse driver monitoring algorithm which served as a base of comparison for future external contracts.
* Developed an algorithm for camera synchronization.
* Contributed to a team effort in developing a solution to adjust the camera configuration in real time, enabling fast
adaption (<1s) to changing lighting environments.
* Maintained a C++ library for multiple projects to increase code reuse and decrease development time.
* Led and managed ML projects to design and build artificial neural network systems, including a 3D gesture recognition
algorithm, improving the system's overall performance by 40%.

03/2015 - 04/2016
Image Processing Software Developer
Bosch (Automobil und Fahrzeugbau, >10.000 Mitarbeiter)

* Led the pre-development of a new embedded C++ component, for monocular camera system, to estimate the 3D road
surface model in front of the car.
* Reduced costs 30% by delivering an algorithm running on limited hardware.
* Oversaw algorithm development, boosting the accuracy of 3D reconstruction around the car using ego motion.

05/2014 - 03/2015
Software Engineering Sr. Analyst
Accenture (evoline) (Energie, Wasser und Umwelt, >10.000 Mitarbeiter)

* Provided design and development support for the Siemens Framework to optimize development time and increase in
code reuse.
* Led the design and development of a new SAP Netweaver application, leading to reducing manual processes and
increasing system efficiency.




Barna Szőcs +40 741 271 846 | szocs.barni@gmail.com
* Strategically planned and managed the release building and management process for multiple projects, resulting in a
30% reduction in release cycle time and a 100% increase in the number of successful releases.
* Developed and implemented a web-services layer for the Siemens Framework to improve system scalability and
optimize development time for new features.
* Oversaw and coordinated the migration of the frontend of the application to support multiple browsers, resulting in a
70-80% reduction in customer support related to browser compatibility issues.

09/2012 - 05/2014
Software Engineer
evoline (Energie, Wasser und Umwelt, 250-500 Mitarbeiter)

* Collaborated with a team of 5 engineers to develop an internal transport management tool that improved the efficiency
of the company's logistics operations by 50%.
* Led and managed the migration of the frontend of the application to support multiple browsers to optimize system
compatibility and workflow.
* Improved system scalability 15% by developing a new J2EE backend module that enabled the company to process
more transactions without additional infrastructure investments.
* Spearheaded a project to automate the company's business processes by developing a new SAP Netweaver application
to increase system efficiency.
* Developed and implemented new features in HTML, CSS, and JS, resulting in improving the user experience and a
minimizing customer support related to frontend issues.

Reisebereitschaft

Nur Remote verfügbar

Sonstige Angaben

Innovative, Solutions-Focused Computer Vision Engineer with 10 years of bringing a unique blend of technical expertise and practical problem-solving skills to develop cutting-edge solutions in the Automotive Industry. Expert at analyzing existing product challenges and building high performing algorithms to solve issues and implement enhancements. Passionate about building and validating prototypes to deliver improved functionality to stakeholders. Committed to identifying new ways to validate the effectiveness of solutions while staying up to date with the latest developments in the machine learning and computer vision space to drive innovation in the field.
Profilbild von Barna Szocs Python Developer, Image Processing aus ClujNapoca Python Developer, Image Processing
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